A process convolution model for crash count data on a network
Hassan Rezaee, Alexandra M. Schmidt, Joshua Stipancic, Aurélie Labbe. Accident Analysis & Prevention, 2022. doi:10.1016/j.aap.2022.106823
Academic work
Research
Spatial statistics taught me to treat uncertainty as something to model, not hide. That habit still shapes how I evaluate AI systems: what the model does not know, what must be checked, and what a person should review before anything is trusted in a workflow.
Education
Doctorate
PhD — Polytechnique Montréal, Mineral Engineering. Research focus: spatial statistics.
Master’s
M.Sc. — University of Tehran. Research focus: spatial statistics.
Selected papers
Titles are the published originals, including geostatistics where that is the paper’s language.
Integration of multiple soft data sets in MPS thru multinomial logistic regression: a case study of gas hydrates
Hassan Rezaee, Denis Marcotte. Stochastic Environmental Research and Risk Assessment, 2017. doi:10.1007/s00477-016-1277-8
Multiple-point geostatistical simulation using enriched pattern databases
Hassan Rezaee, Denis Marcotte, Pejman Tahmasebi, Antoine Saucier. Stochastic Environmental Research and Risk Assessment, 2015. doi:10.1007/s00477-014-0964-6
Multiple-point geostatistical simulation using the bunch-pasting direct sampling method
Hassan Rezaee, Grégoire Mariethoz, Mohammad Koneshloo, Omid Asghari. Computers & Geosciences, 2013. doi:10.1016/j.cageo.2013.01.020
On the reduction of the ordinary kriging smoothing effect
H. Rezaee, O. Asghari, J.K. Yamamoto. Journal of Mining and Environment, 2011. doi:10.22044/jme.2011.538
Further papers
- 2018 — Directional hydrostratigraphic units simulation using MCP algorithm
- 2018 — Calibration of categorical simulations by evolutionary gradual deformation method
- 2015 — Feature-preserving interpolation and filtering of environmental time series
- 2014 — Multiple-point geostatistical simulation of dykes: application at Sungun porphyry copper system, Iran
- 2011 — Accounting for Secondary Variable for the Classification of Mineral Resources using Cokriging
- 2011 — The Application of Multiple-Point Geostatistics in the Modeling of Dike
Earlier affiliations
Postdoctoral research at HEC Montréal and McGill University (2019–2022, Mitacs Elevate), with Intact Financial Corporation as industry partner, and at IAMGOLD (2017–2019). Career framing lives on Work.